tsl: a PyTorch library for processing spatiotemporal data.
☆369Oct 17, 2025Updated 5 months ago
Alternatives and similar repositories for tsl
Users that are interested in tsl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆62May 23, 2023Updated 2 years ago
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆179Jun 22, 2022Updated 3 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆49Oct 10, 2023Updated 2 years ago
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆25Apr 1, 2025Updated 11 months ago
- PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)☆2,967Sep 18, 2025Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆24Jul 25, 2024Updated last year
- [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)☆855Aug 9, 2024Updated last year
- Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)☆15Dec 7, 2023Updated 2 years ago
- ☆126Jun 8, 2023Updated 2 years ago
- Implementation of a list sweeper: instead of the cartesian product, sweep over the zipped list☆28Mar 17, 2025Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆275Nov 1, 2023Updated 2 years ago
- ☆91Oct 27, 2023Updated 2 years ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆56Mar 9, 2026Updated 2 weeks ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Jan 2, 2025Updated last year
- Code for our paper "Temporal Graph Neural Networks for Irregular Data"☆21Oct 9, 2025Updated 5 months ago
- Synthetic graph generator☆12Nov 7, 2023Updated 2 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆949Mar 12, 2026Updated 2 weeks ago
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Official Implementation of Half-Hop☆20Oct 10, 2023Updated 2 years ago
- Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute in…☆413Mar 17, 2026Updated last week
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆180Nov 30, 2021Updated 4 years ago
- ☆23Jun 16, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 10 months ago
- Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"☆442Mar 14, 2024Updated 2 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,724Dec 23, 2025Updated 3 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆200Dec 12, 2024Updated last year
- add codes☆21Aug 22, 2021Updated 4 years ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆51May 8, 2025Updated 10 months ago
- Code accompanying our NeurIPS 2022 traffic4cast challenge☆82Apr 20, 2023Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Time series forecasting with PyTorch☆86Mar 2, 2026Updated 3 weeks ago
- Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning☆14Nov 21, 2024Updated last year
- Adaptive Graph Convolutional Recurrent Network☆420Feb 23, 2024Updated 2 years ago
- ☆10Apr 27, 2025Updated 11 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Oct 25, 2023Updated 2 years ago
- ☆30May 23, 2025Updated 10 months ago